Senior AI/ML Specialist
20 hours ago
We are seeking an experienced AI/ML professional with a proven track record in developing and deploying advanced machine learning solutions. The ideal candidate will possess deep expertise in Large Language Models (LLMs), agentic systems, and cutting-edge AI techniques.
About the Role:- NLP & LLM Expertise:
- Develop, fine-tune, and optimize Large Language Models (e.g., GPT-3/4, Claude) with a strong understanding of transformer architectures.
- Implement pretraining, fine-tuning, prompt engineering, and task adaptation for various NLP use cases.
- Agentic Systems Development:
- Design and deploy goal-oriented agentic systems that leverage reinforcement learning (RL) or similar techniques for autonomous task management.
- Technical Implementation:
- Write high-quality code in Python, utilizing ML libraries like Hugging Face Transformers, TensorFlow, and PyTorch.
- Employ data processing libraries such as Pandas and NumPy for large-scale data handling and preprocessing.
- MLOps and Deployment:
- Implement MLOps best practices to streamline the deployment of large models and agentic systems in production environments.
- Use tools like Docker, Kubernetes, and MLFlow for model lifecycle management.
- Data Management:
- Handle large datasets and enable real-time data processing for model training and performance optimization.
- Utilize cloud platforms (AWS, GCP, Azure) for scalable data storage and computing solutions.
- Problem Solving and Communication:
- Solve complex AI/ML challenges independently, employing strong analytical and debugging skills.
- Communicate technical concepts and AI-driven insights effectively to non-technical stakeholders.
- Maintain comprehensive documentation for project continuity and knowledge sharing.
Requirements:
Technical Skills:
- Advanced proficiency in Python and popular ML frameworks.
- Expertise in NLP and working with Large Language Models.
- Strong knowledge of reinforcement learning and agentic systems.
- Familiarity with MLOps tools and practices.
- Experience managing large datasets and building data pipelines.
- Proficiency with cloud platforms such as AWS, GCP, or Azure.
- Strong analytical and independent problem-solving skills.
- Excellent communication skills for articulating complex concepts clearly.
- A proactive approach to identifying issues and risks, along with the ability to resolve them efficiently.
Preferred Personal Characteristics:
- Collaborative: Able to work both independently and as part of a team.
- Dynamic: Adaptable to changing work environments and open to continuous learning.
- Resilient: Confident yet humble, with the ability to deal with ambiguity and provide clarity in challenging situations.
- Results-Driven: Focused on achieving outcomes with a flexible and positive attitude
Salary: $120,000 - $180,000 per year
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